Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.5 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 21 |
|---|---|
| Numeric | 3 |
Timeseries statistics
| Number of series | 21 |
|---|---|
| Time series length | 100 |
| Starting point | 1752063660000 |
| Ending point | 1752069600000 |
| Period | 60000 |
close is highly overall correlated with ema_7 and 8 other fields | High correlation |
ema_14 is highly overall correlated with ema_21 and 4 other fields | High correlation |
ema_21 is highly overall correlated with ema_14 and 6 other fields | High correlation |
ema_60 is highly overall correlated with ema_21 and 6 other fields | High correlation |
ema_7 is highly overall correlated with close and 8 other fields | High correlation |
high is highly overall correlated with close and 8 other fields | High correlation |
low is highly overall correlated with close and 6 other fields | High correlation |
macd_7 is highly overall correlated with close and 6 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 5 other fields | High correlation |
macdsignal_7 is highly overall correlated with macd_7 and 2 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 6 other fields | High correlation |
rsi_14 is highly overall correlated with close and 4 other fields | High correlation |
rsi_21 is highly overall correlated with ema_60 and 8 other fields | High correlation |
rsi_60 is highly overall correlated with ema_60 and 5 other fields | High correlation |
rsi_7 is highly overall correlated with close and 7 other fields | High correlation |
sma_14 is highly overall correlated with ema_14 and 4 other fields | High correlation |
sma_21 is highly overall correlated with ema_14 and 6 other fields | High correlation |
sma_60 is highly overall correlated with ema_21 and 6 other fields | High correlation |
sma_7 is highly overall correlated with close and 8 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with ema_60 and 4 other fields | High correlation |
window_start_ms is highly overall correlated with ema_60 and 4 other fields | High correlation |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-19 12:20:36.051005 |
|---|---|
| Analysis finished | 2025-07-19 12:20:58.382821 |
| Duration | 22.33 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation
| Distinct | 85 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.6879 |
|---|---|
| Minimum | 2267.74 |
| Maximum | 2284.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2267.74 |
|---|---|
| 5-th percentile | 2269.9555 |
| Q1 | 2272.2175 |
| median | 2273.715 |
| Q3 | 2274.915 |
| 95-th percentile | 2277.907 |
| Maximum | 2284.63 |
| Range | 16.89 |
| Interquartile range (IQR) | 2.6975 |
Descriptive statistics
| Standard deviation | 2.531179 |
|---|---|
| Coefficient of variation (CV) | 0.0011132482 |
| Kurtosis | 3.164981 |
| Mean | 2273.6879 |
| Median Absolute Deviation (MAD) | 1.28 |
| Skewness | 0.80599302 |
| Sum | 227368.79 |
| Variance | 6.4068673 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0005804857109 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.1 | 4 | 4.0% |
| 2275.3 | 2 | 2.0% |
| 2274.56 | 2 | 2.0% |
| 2274.89 | 2 | 2.0% |
| 2273.94 | 2 | 2.0% |
| 2273.12 | 2 | 2.0% |
| 2274.12 | 2 | 2.0% |
| 2274.41 | 2 | 2.0% |
| 2273.32 | 2 | 2.0% |
| 2272.13 | 2 | 2.0% |
| Other values (75) | 78 |
| Value | Count | Frequency (%) |
| 2267.74 | 1 | |
| 2268.36 | 1 | |
| 2268.71 | 1 | |
| 2269.04 | 1 | |
| 2269.3 | 1 | |
| 2269.99 | 1 | |
| 2270 | 1 | |
| 2270.28 | 1 | |
| 2270.29 | 1 | |
| 2270.53 | 1 |
| Value | Count | Frequency (%) |
| 2284.63 | 1 | |
| 2280.2 | 1 | |
| 2279.48 | 1 | |
| 2278.64 | 1 | |
| 2278.04 | 1 | |
| 2277.9 | 1 | |
| 2277.68 | 1 | |
| 2277.39 | 1 | |
| 2276.47 | 1 | |
| 2276.44 | 1 |
ACF and PACF
high
Numeric time series
High correlation
| Distinct | 92 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2274.4091 |
|---|---|
| Minimum | 2268.36 |
| Maximum | 2285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2268.36 |
|---|---|
| 5-th percentile | 2270.2895 |
| Q1 | 2273.1 |
| median | 2274.06 |
| Q3 | 2275.51 |
| 95-th percentile | 2278.463 |
| Maximum | 2285 |
| Range | 16.64 |
| Interquartile range (IQR) | 2.41 |
Descriptive statistics
| Standard deviation | 2.6588724 |
|---|---|
| Coefficient of variation (CV) | 0.0011690387 |
| Kurtosis | 3.6894191 |
| Mean | 2274.4091 |
| Median Absolute Deviation (MAD) | 1.255 |
| Skewness | 1.0783039 |
| Sum | 227440.91 |
| Variance | 7.0696022 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.00137845489 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2275.3 | 2 | 2.0% |
| 2277.39 | 2 | 2.0% |
| 2274.04 | 2 | 2.0% |
| 2276.47 | 2 | 2.0% |
| 2273.11 | 2 | 2.0% |
| 2274.41 | 2 | 2.0% |
| 2275.51 | 2 | 2.0% |
| 2275 | 2 | 2.0% |
| 2273.68 | 1 | 1.0% |
| 2272.88 | 1 | 1.0% |
| Other values (82) | 82 |
| Value | Count | Frequency (%) |
| 2268.36 | 1 | |
| 2268.71 | 1 | |
| 2269.77 | 1 | |
| 2270 | 1 | |
| 2270.28 | 1 | |
| 2270.29 | 1 | |
| 2270.53 | 1 | |
| 2270.81 | 1 | |
| 2270.85 | 1 | |
| 2271.32 | 1 |
| Value | Count | Frequency (%) |
| 2285 | 1 | |
| 2284.63 | 1 | |
| 2280.2 | 1 | |
| 2279.55 | 1 | |
| 2278.71 | 1 | |
| 2278.45 | 1 | |
| 2278.2 | 1 | |
| 2278.04 | 1 | |
| 2277.9 | 1 | |
| 2277.39 | 2 |
ACF and PACF
low
Numeric time series
High correlation
| Distinct | 90 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2272.9385 |
|---|---|
| Minimum | 2267.25 |
| Maximum | 2281.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2267.25 |
|---|---|
| 5-th percentile | 2268.5185 |
| Q1 | 2271.7 |
| median | 2273.1 |
| Q3 | 2274.4375 |
| 95-th percentile | 2276.502 |
| Maximum | 2281.4 |
| Range | 14.15 |
| Interquartile range (IQR) | 2.7375 |
Descriptive statistics
| Standard deviation | 2.3778224 |
|---|---|
| Coefficient of variation (CV) | 0.0010461446 |
| Kurtosis | 1.561487 |
| Mean | 2272.9385 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.37891844 |
| Sum | 227293.85 |
| Variance | 5.6540391 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 4.806479337 × 10-5 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.1 | 7 | 7.0% |
| 2274.56 | 2 | 2.0% |
| 2274.52 | 2 | 2.0% |
| 2272.12 | 2 | 2.0% |
| 2274.7 | 2 | 2.0% |
| 2269.99 | 1 | 1.0% |
| 2270.89 | 1 | 1.0% |
| 2270.82 | 1 | 1.0% |
| 2271.81 | 1 | 1.0% |
| 2271.31 | 1 | 1.0% |
| Other values (80) | 80 |
| Value | Count | Frequency (%) |
| 2267.25 | 1 | |
| 2267.74 | 1 | |
| 2268.42 | 1 | |
| 2268.46 | 1 | |
| 2268.49 | 1 | |
| 2268.52 | 1 | |
| 2268.86 | 1 | |
| 2269.04 | 1 | |
| 2269.99 | 1 | |
| 2270 | 1 |
| Value | Count | Frequency (%) |
| 2281.4 | 1 | |
| 2279.48 | 1 | |
| 2278.37 | 1 | |
| 2277.9 | 1 | |
| 2277.68 | 1 | |
| 2276.44 | 1 | |
| 2276.39 | 1 | |
| 2275.51 | 1 | |
| 2275.33 | 1 | |
| 2275.22 | 1 |
ACF and PACF
close
Numeric time series
High correlation
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.5946 |
|---|---|
| Minimum | 2267.25 |
| Maximum | 2284.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2267.25 |
|---|---|
| 5-th percentile | 2269.9185 |
| Q1 | 2272.1675 |
| median | 2273.45 |
| Q3 | 2274.8575 |
| 95-th percentile | 2277.9165 |
| Maximum | 2284.59 |
| Range | 17.34 |
| Interquartile range (IQR) | 2.69 |
Descriptive statistics
| Standard deviation | 2.5949261 |
|---|---|
| Coefficient of variation (CV) | 0.0011413319 |
| Kurtosis | 3.3271085 |
| Mean | 2273.5946 |
| Median Absolute Deviation (MAD) | 1.325 |
| Skewness | 0.86277075 |
| Sum | 227359.46 |
| Variance | 6.7336413 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.004458618763 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.45 | 3 | 3.0% |
| 2273.93 | 2 | 2.0% |
| 2274.7 | 2 | 2.0% |
| 2272.12 | 2 | 2.0% |
| 2274.03 | 2 | 2.0% |
| 2273.1 | 2 | 2.0% |
| 2272.88 | 1 | 1.0% |
| 2273.79 | 1 | 1.0% |
| 2271.32 | 1 | 1.0% |
| 2275.82 | 1 | 1.0% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 2267.25 | 1 | |
| 2268.42 | 1 | |
| 2268.47 | 1 | |
| 2268.52 | 1 | |
| 2268.56 | 1 | |
| 2269.99 | 1 | |
| 2270 | 1 | |
| 2270.3 | 1 | |
| 2270.44 | 1 | |
| 2270.45 | 1 |
| Value | Count | Frequency (%) |
| 2284.59 | 1 | |
| 2281.4 | 1 | |
| 2279.55 | 1 | |
| 2278.55 | 1 | |
| 2278.23 | 1 | |
| 2277.9 | 1 | |
| 2277.75 | 1 | |
| 2277.39 | 1 | |
| 2276.47 | 1 | |
| 2276.44 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7520666 × 1012 |
|---|---|
| Minimum | 1.7520637 × 1012 |
| Maximum | 1.7520696 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.7520637 × 1012 |
|---|---|
| 5-th percentile | 1.752064 × 1012 |
| Q1 | 1.7520651 × 1012 |
| median | 1.7520666 × 1012 |
| Q3 | 1.7520681 × 1012 |
| 95-th percentile | 1.7520693 × 1012 |
| Maximum | 1.7520696 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9350646 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7520666 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.7520666 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585324405 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75206366 × 1012 | 1 | 1.0% |
| 1.75206372 × 1012 | 1 | 1.0% |
| 1.75206378 × 1012 | 1 | 1.0% |
| 1.75206384 × 1012 | 1 | 1.0% |
| 1.7520639 × 1012 | 1 | 1.0% |
| 1.75206396 × 1012 | 1 | 1.0% |
| 1.75206402 × 1012 | 1 | 1.0% |
| 1.75206408 × 1012 | 1 | 1.0% |
| 1.75206414 × 1012 | 1 | 1.0% |
| 1.7520642 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75206366 × 1012 | 1 | |
| 1.75206372 × 1012 | 1 | |
| 1.75206378 × 1012 | 1 | |
| 1.75206384 × 1012 | 1 | |
| 1.7520639 × 1012 | 1 | |
| 1.75206396 × 1012 | 1 | |
| 1.75206402 × 1012 | 1 | |
| 1.75206408 × 1012 | 1 | |
| 1.75206414 × 1012 | 1 | |
| 1.7520642 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.7520696 × 1012 | 1 | |
| 1.75206954 × 1012 | 1 | |
| 1.75206948 × 1012 | 1 | |
| 1.75206942 × 1012 | 1 | |
| 1.75206936 × 1012 | 1 | |
| 1.7520693 × 1012 | 1 | |
| 1.75206924 × 1012 | 1 | |
| 1.75206918 × 1012 | 1 | |
| 1.75206912 × 1012 | 1 | |
| 1.75206906 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7520667 × 1012 |
|---|---|
| Minimum | 1.7520637 × 1012 |
| Maximum | 1.7520697 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.7520637 × 1012 |
|---|---|
| 5-th percentile | 1.752064 × 1012 |
| Q1 | 1.7520652 × 1012 |
| median | 1.7520667 × 1012 |
| Q3 | 1.7520682 × 1012 |
| 95-th percentile | 1.7520694 × 1012 |
| Maximum | 1.7520697 × 1012 |
| Range | 5940000 |
| Interquartile range (IQR) | 2970000 |
Descriptive statistics
| Standard deviation | 1740689.5 |
|---|---|
| Coefficient of variation (CV) | 9.9350643 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7520667 × 1012 |
| Median Absolute Deviation (MAD) | 1500000 |
| Skewness | 3.2018039 × 10-17 |
| Sum | 1.7520667 × 1014 |
| Variance | 3.03 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585315091 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75206372 × 1012 | 1 | 1.0% |
| 1.75206378 × 1012 | 1 | 1.0% |
| 1.75206384 × 1012 | 1 | 1.0% |
| 1.7520639 × 1012 | 1 | 1.0% |
| 1.75206396 × 1012 | 1 | 1.0% |
| 1.75206402 × 1012 | 1 | 1.0% |
| 1.75206408 × 1012 | 1 | 1.0% |
| 1.75206414 × 1012 | 1 | 1.0% |
| 1.7520642 × 1012 | 1 | 1.0% |
| 1.75206426 × 1012 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.75206372 × 1012 | 1 | |
| 1.75206378 × 1012 | 1 | |
| 1.75206384 × 1012 | 1 | |
| 1.7520639 × 1012 | 1 | |
| 1.75206396 × 1012 | 1 | |
| 1.75206402 × 1012 | 1 | |
| 1.75206408 × 1012 | 1 | |
| 1.75206414 × 1012 | 1 | |
| 1.7520642 × 1012 | 1 | |
| 1.75206426 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75206966 × 1012 | 1 | |
| 1.7520696 × 1012 | 1 | |
| 1.75206954 × 1012 | 1 | |
| 1.75206948 × 1012 | 1 | |
| 1.75206942 × 1012 | 1 | |
| 1.75206936 × 1012 | 1 | |
| 1.7520693 × 1012 | 1 | |
| 1.75206924 × 1012 | 1 | |
| 1.75206918 × 1012 | 1 | |
| 1.75206912 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.071149 |
| Minimum | 0.03647592 |
|---|---|
| Maximum | 165.65159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.03647592 |
|---|---|
| 5-th percentile | 0.19470094 |
| Q1 | 0.80291865 |
| median | 2.4980492 |
| Q3 | 7.1577961 |
| 95-th percentile | 43.481306 |
| Maximum | 165.65159 |
| Range | 165.61511 |
| Interquartile range (IQR) | 6.3548774 |
Descriptive statistics
| Standard deviation | 25.603531 |
|---|---|
| Coefficient of variation (CV) | 2.5422651 |
| Kurtosis | 23.443397 |
| Mean | 10.071149 |
| Median Absolute Deviation (MAD) | 1.9510784 |
| Skewness | 4.6586119 |
| Sum | 1007.1149 |
| Variance | 655.54078 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.27440763 | 1 | 1.0% |
| 7.11037156 | 1 | 1.0% |
| 1.32865303 | 1 | 1.0% |
| 2.13430464 | 1 | 1.0% |
| 9.28145174 | 1 | 1.0% |
| 3.10481744 | 1 | 1.0% |
| 1.06027781 | 1 | 1.0% |
| 5.25227904 | 1 | 1.0% |
| 2.32497313 | 1 | 1.0% |
| 7.83396819 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.03647592 | 1 | |
| 0.11179154 | 1 | |
| 0.12607586 | 1 | |
| 0.12982674 | 1 | |
| 0.16615878 | 1 | |
| 0.19620316 | 1 | |
| 0.24492494 | 1 | |
| 0.24681588 | 1 | |
| 0.26836677 | 1 | |
| 0.27440763 | 1 |
| Value | Count | Frequency (%) |
| 165.6515908 | 1 | |
| 150.6781706 | 1 | |
| 101.5487352 | 1 | |
| 67.90981814 | 1 | |
| 48.88121763 | 1 | |
| 43.19709963 | 1 | |
| 36.85205438 | 1 | |
| 30.64171088 | 1 | |
| 21.22347197 | 1 | |
| 17.88106238 | 1 |
sma_7
Numeric time series
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.6439 |
|---|---|
| Minimum | 2269.5229 |
| Maximum | 2278.9414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2269.5229 |
|---|---|
| 5-th percentile | 2270.5814 |
| Q1 | 2272.8425 |
| median | 2273.5214 |
| Q3 | 2274.4461 |
| 95-th percentile | 2277.1319 |
| Maximum | 2278.9414 |
| Range | 9.4185714 |
| Interquartile range (IQR) | 1.6035714 |
Descriptive statistics
| Standard deviation | 1.7813311 |
|---|---|
| Coefficient of variation (CV) | 0.00078346969 |
| Kurtosis | 1.3993356 |
| Mean | 2273.6439 |
| Median Absolute Deviation (MAD) | 0.81071429 |
| Skewness | 0.4648638 |
| Sum | 227364.39 |
| Variance | 3.1731405 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01645509168 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.387143 | 2 | 2.0% |
| 2270.237143 | 1 | 1.0% |
| 2269.522857 | 1 | 1.0% |
| 2270.587143 | 1 | 1.0% |
| 2271.054286 | 1 | 1.0% |
| 2271.158571 | 1 | 1.0% |
| 2271.27 | 1 | 1.0% |
| 2272.037143 | 1 | 1.0% |
| 2272.868571 | 1 | 1.0% |
| 2273.33 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2269.522857 | 1 | |
| 2269.591429 | 1 | |
| 2269.841429 | 1 | |
| 2270.237143 | 1 | |
| 2270.471429 | 1 | |
| 2270.587143 | 1 | |
| 2271.054286 | 1 | |
| 2271.158571 | 1 | |
| 2271.251429 | 1 | |
| 2271.27 | 1 |
| Value | Count | Frequency (%) |
| 2278.941429 | 1 | |
| 2278.784286 | 1 | |
| 2278.451429 | 1 | |
| 2277.831429 | 1 | |
| 2277.684286 | 1 | |
| 2277.102857 | 1 | |
| 2276.264286 | 1 | |
| 2275.801429 | 1 | |
| 2275.571429 | 1 | |
| 2275.525714 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.3662 |
|---|---|
| Minimum | 2264.235 |
| Maximum | 2276.4479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2264.235 |
|---|---|
| 5-th percentile | 2269.5539 |
| Q1 | 2272.987 |
| median | 2273.7461 |
| Q3 | 2274.1386 |
| 95-th percentile | 2276.0369 |
| Maximum | 2276.4479 |
| Range | 12.212857 |
| Interquartile range (IQR) | 1.1516071 |
Descriptive statistics
| Standard deviation | 1.9399828 |
|---|---|
| Coefficient of variation (CV) | 0.00085335249 |
| Kurtosis | 7.6087554 |
| Mean | 2273.3662 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -2.2953563 |
| Sum | 227336.62 |
| Variance | 3.7635331 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01525799176 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2264.235 | 1 | 1.0% |
| 2265.663571 | 1 | 1.0% |
| 2266.976429 | 1 | 1.0% |
| 2268.1 | 1 | 1.0% |
| 2269.125714 | 1 | 1.0% |
| 2269.576429 | 1 | 1.0% |
| 2270.222857 | 1 | 1.0% |
| 2270.78 | 1 | 1.0% |
| 2271.552857 | 1 | 1.0% |
| 2271.585714 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2264.235 | 1 | |
| 2265.663571 | 1 | |
| 2266.976429 | 1 | |
| 2268.1 | 1 | |
| 2269.125714 | 1 | |
| 2269.576429 | 1 | |
| 2270.222857 | 1 | |
| 2270.78 | 1 | |
| 2271.552857 | 1 | |
| 2271.585714 | 1 |
| Value | Count | Frequency (%) |
| 2276.447857 | 1 | |
| 2276.347143 | 1 | |
| 2276.337143 | 1 | |
| 2276.172857 | 1 | |
| 2276.113571 | 1 | |
| 2276.032857 | 1 | |
| 2275.595 | 1 | |
| 2275.441429 | 1 | |
| 2275.298571 | 1 | |
| 2275.017857 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2272.6573 |
|---|---|
| Minimum | 2258.7267 |
| Maximum | 2274.8419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2258.7267 |
|---|---|
| 5-th percentile | 2264.451 |
| Q1 | 2272.8368 |
| median | 2273.7869 |
| Q3 | 2274.1631 |
| 95-th percentile | 2274.8031 |
| Maximum | 2274.8419 |
| Range | 16.115238 |
| Interquartile range (IQR) | 1.3263095 |
Descriptive statistics
| Standard deviation | 3.2219393 |
|---|---|
| Coefficient of variation (CV) | 0.001417697 |
| Kurtosis | 7.9096094 |
| Mean | 2272.6573 |
| Median Absolute Deviation (MAD) | 0.53904762 |
| Skewness | -2.8680413 |
| Sum | 227265.73 |
| Variance | 10.380893 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0001322298195 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2258.726667 | 1 | 1.0% |
| 2259.912381 | 1 | 1.0% |
| 2261.034762 | 1 | 1.0% |
| 2262.233333 | 1 | 1.0% |
| 2263.412381 | 1 | 1.0% |
| 2264.505714 | 1 | 1.0% |
| 2265.642381 | 1 | 1.0% |
| 2266.835714 | 1 | 1.0% |
| 2268.065238 | 1 | 1.0% |
| 2269.094286 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2258.726667 | 1 | |
| 2259.912381 | 1 | |
| 2261.034762 | 1 | |
| 2262.233333 | 1 | |
| 2263.412381 | 1 | |
| 2264.505714 | 1 | |
| 2265.642381 | 1 | |
| 2266.835714 | 1 | |
| 2268.065238 | 1 | |
| 2269.094286 | 1 |
| Value | Count | Frequency (%) |
| 2274.841905 | 1 | |
| 2274.828571 | 1 | |
| 2274.821905 | 1 | |
| 2274.821905 | 1 | |
| 2274.816667 | 1 | |
| 2274.802381 | 1 | |
| 2274.722857 | 1 | |
| 2274.700952 | 1 | |
| 2274.532381 | 1 | |
| 2274.472857 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2267.6113 |
|---|---|
| Minimum | 2249.3775 |
| Maximum | 2274.1238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2249.3775 |
|---|---|
| 5-th percentile | 2251.8002 |
| Q1 | 2262.0734 |
| median | 2272.673 |
| Q3 | 2273.7823 |
| 95-th percentile | 2274.0014 |
| Maximum | 2274.1238 |
| Range | 24.746333 |
| Interquartile range (IQR) | 11.708958 |
Descriptive statistics
| Standard deviation | 7.9099097 |
|---|---|
| Coefficient of variation (CV) | 0.0034882123 |
| Kurtosis | -0.50912323 |
| Mean | 2267.6113 |
| Median Absolute Deviation (MAD) | 1.3595833 |
| Skewness | -0.96970133 |
| Sum | 226761.13 |
| Variance | 62.566672 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.07883709989 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2249.3775 | 1 | 1.0% |
| 2249.849333 | 1 | 1.0% |
| 2250.3245 | 1 | 1.0% |
| 2250.847333 | 1 | 1.0% |
| 2251.348833 | 1 | 1.0% |
| 2251.824 | 1 | 1.0% |
| 2252.291167 | 1 | 1.0% |
| 2252.799667 | 1 | 1.0% |
| 2253.347167 | 1 | 1.0% |
| 2253.847167 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2249.3775 | 1 | |
| 2249.849333 | 1 | |
| 2250.3245 | 1 | |
| 2250.847333 | 1 | |
| 2251.348833 | 1 | |
| 2251.824 | 1 | |
| 2252.291167 | 1 | |
| 2252.799667 | 1 | |
| 2253.347167 | 1 | |
| 2253.847167 | 1 |
| Value | Count | Frequency (%) |
| 2274.123833 | 1 | |
| 2274.071 | 1 | |
| 2274.053 | 1 | |
| 2274.041167 | 1 | |
| 2274.024 | 1 | |
| 2274.000167 | 1 | |
| 2273.946167 | 1 | |
| 2273.932833 | 1 | |
| 2273.923333 | 1 | |
| 2273.921833 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.6439 |
|---|---|
| Minimum | 2269.5229 |
| Maximum | 2278.9414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2269.5229 |
|---|---|
| 5-th percentile | 2270.5814 |
| Q1 | 2272.8425 |
| median | 2273.5214 |
| Q3 | 2274.4461 |
| 95-th percentile | 2277.1319 |
| Maximum | 2278.9414 |
| Range | 9.4185714 |
| Interquartile range (IQR) | 1.6035714 |
Descriptive statistics
| Standard deviation | 1.7813311 |
|---|---|
| Coefficient of variation (CV) | 0.00078346969 |
| Kurtosis | 1.3993356 |
| Mean | 2273.6439 |
| Median Absolute Deviation (MAD) | 0.81071429 |
| Skewness | 0.4648638 |
| Sum | 227364.39 |
| Variance | 3.1731405 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01645509168 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.387143 | 2 | 2.0% |
| 2270.237143 | 1 | 1.0% |
| 2269.522857 | 1 | 1.0% |
| 2270.587143 | 1 | 1.0% |
| 2271.054286 | 1 | 1.0% |
| 2271.158571 | 1 | 1.0% |
| 2271.27 | 1 | 1.0% |
| 2272.037143 | 1 | 1.0% |
| 2272.868571 | 1 | 1.0% |
| 2273.33 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 2269.522857 | 1 | |
| 2269.591429 | 1 | |
| 2269.841429 | 1 | |
| 2270.237143 | 1 | |
| 2270.471429 | 1 | |
| 2270.587143 | 1 | |
| 2271.054286 | 1 | |
| 2271.158571 | 1 | |
| 2271.251429 | 1 | |
| 2271.27 | 1 |
| Value | Count | Frequency (%) |
| 2278.941429 | 1 | |
| 2278.784286 | 1 | |
| 2278.451429 | 1 | |
| 2277.831429 | 1 | |
| 2277.684286 | 1 | |
| 2277.102857 | 1 | |
| 2276.264286 | 1 | |
| 2275.801429 | 1 | |
| 2275.571429 | 1 | |
| 2275.525714 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.3662 |
|---|---|
| Minimum | 2264.235 |
| Maximum | 2276.4479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2264.235 |
|---|---|
| 5-th percentile | 2269.5539 |
| Q1 | 2272.987 |
| median | 2273.7461 |
| Q3 | 2274.1386 |
| 95-th percentile | 2276.0369 |
| Maximum | 2276.4479 |
| Range | 12.212857 |
| Interquartile range (IQR) | 1.1516071 |
Descriptive statistics
| Standard deviation | 1.9399828 |
|---|---|
| Coefficient of variation (CV) | 0.00085335249 |
| Kurtosis | 7.6087554 |
| Mean | 2273.3662 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -2.2953563 |
| Sum | 227336.62 |
| Variance | 3.7635331 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01525799176 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2264.235 | 1 | 1.0% |
| 2265.663571 | 1 | 1.0% |
| 2266.976429 | 1 | 1.0% |
| 2268.1 | 1 | 1.0% |
| 2269.125714 | 1 | 1.0% |
| 2269.576429 | 1 | 1.0% |
| 2270.222857 | 1 | 1.0% |
| 2270.78 | 1 | 1.0% |
| 2271.552857 | 1 | 1.0% |
| 2271.585714 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2264.235 | 1 | |
| 2265.663571 | 1 | |
| 2266.976429 | 1 | |
| 2268.1 | 1 | |
| 2269.125714 | 1 | |
| 2269.576429 | 1 | |
| 2270.222857 | 1 | |
| 2270.78 | 1 | |
| 2271.552857 | 1 | |
| 2271.585714 | 1 |
| Value | Count | Frequency (%) |
| 2276.447857 | 1 | |
| 2276.347143 | 1 | |
| 2276.337143 | 1 | |
| 2276.172857 | 1 | |
| 2276.113571 | 1 | |
| 2276.032857 | 1 | |
| 2275.595 | 1 | |
| 2275.441429 | 1 | |
| 2275.298571 | 1 | |
| 2275.017857 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2272.6573 |
|---|---|
| Minimum | 2258.7267 |
| Maximum | 2274.8419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2258.7267 |
|---|---|
| 5-th percentile | 2264.451 |
| Q1 | 2272.8368 |
| median | 2273.7869 |
| Q3 | 2274.1631 |
| 95-th percentile | 2274.8031 |
| Maximum | 2274.8419 |
| Range | 16.115238 |
| Interquartile range (IQR) | 1.3263095 |
Descriptive statistics
| Standard deviation | 3.2219393 |
|---|---|
| Coefficient of variation (CV) | 0.001417697 |
| Kurtosis | 7.9096094 |
| Mean | 2272.6573 |
| Median Absolute Deviation (MAD) | 0.53904762 |
| Skewness | -2.8680413 |
| Sum | 227265.73 |
| Variance | 10.380893 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0001322298195 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2258.726667 | 1 | 1.0% |
| 2259.912381 | 1 | 1.0% |
| 2261.034762 | 1 | 1.0% |
| 2262.233333 | 1 | 1.0% |
| 2263.412381 | 1 | 1.0% |
| 2264.505714 | 1 | 1.0% |
| 2265.642381 | 1 | 1.0% |
| 2266.835714 | 1 | 1.0% |
| 2268.065238 | 1 | 1.0% |
| 2269.094286 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2258.726667 | 1 | |
| 2259.912381 | 1 | |
| 2261.034762 | 1 | |
| 2262.233333 | 1 | |
| 2263.412381 | 1 | |
| 2264.505714 | 1 | |
| 2265.642381 | 1 | |
| 2266.835714 | 1 | |
| 2268.065238 | 1 | |
| 2269.094286 | 1 |
| Value | Count | Frequency (%) |
| 2274.841905 | 1 | |
| 2274.828571 | 1 | |
| 2274.821905 | 1 | |
| 2274.821905 | 1 | |
| 2274.816667 | 1 | |
| 2274.802381 | 1 | |
| 2274.722857 | 1 | |
| 2274.700952 | 1 | |
| 2274.532381 | 1 | |
| 2274.472857 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2267.6113 |
|---|---|
| Minimum | 2249.3775 |
| Maximum | 2274.1238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2249.3775 |
|---|---|
| 5-th percentile | 2251.8002 |
| Q1 | 2262.0734 |
| median | 2272.673 |
| Q3 | 2273.7823 |
| 95-th percentile | 2274.0014 |
| Maximum | 2274.1238 |
| Range | 24.746333 |
| Interquartile range (IQR) | 11.708958 |
Descriptive statistics
| Standard deviation | 7.9099097 |
|---|---|
| Coefficient of variation (CV) | 0.0034882123 |
| Kurtosis | -0.50912323 |
| Mean | 2267.6113 |
| Median Absolute Deviation (MAD) | 1.3595833 |
| Skewness | -0.96970133 |
| Sum | 226761.13 |
| Variance | 62.566672 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.07883709989 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2249.3775 | 1 | 1.0% |
| 2249.849333 | 1 | 1.0% |
| 2250.3245 | 1 | 1.0% |
| 2250.847333 | 1 | 1.0% |
| 2251.348833 | 1 | 1.0% |
| 2251.824 | 1 | 1.0% |
| 2252.291167 | 1 | 1.0% |
| 2252.799667 | 1 | 1.0% |
| 2253.347167 | 1 | 1.0% |
| 2253.847167 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2249.3775 | 1 | |
| 2249.849333 | 1 | |
| 2250.3245 | 1 | |
| 2250.847333 | 1 | |
| 2251.348833 | 1 | |
| 2251.824 | 1 | |
| 2252.291167 | 1 | |
| 2252.799667 | 1 | |
| 2253.347167 | 1 | |
| 2253.847167 | 1 |
| Value | Count | Frequency (%) |
| 2274.123833 | 1 | |
| 2274.071 | 1 | |
| 2274.053 | 1 | |
| 2274.041167 | 1 | |
| 2274.024 | 1 | |
| 2274.000167 | 1 | |
| 2273.946167 | 1 | |
| 2273.932833 | 1 | |
| 2273.923333 | 1 | |
| 2273.921833 | 1 |
ACF and PACF
rsi_7
Real number (ℝ)
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.043235 |
| Minimum | 1.2295082 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.2295082 |
|---|---|
| 5-th percentile | 11.218007 |
| Q1 | 36.381834 |
| median | 50.092937 |
| Q3 | 64.241225 |
| 95-th percentile | 78.513229 |
| Maximum | 100 |
| Range | 98.770492 |
| Interquartile range (IQR) | 27.85939 |
Descriptive statistics
| Standard deviation | 21.664906 |
|---|---|
| Coefficient of variation (CV) | 0.44175116 |
| Kurtosis | -0.20271219 |
| Mean | 49.043235 |
| Median Absolute Deviation (MAD) | 13.93071 |
| Skewness | -0.12519524 |
| Sum | 4904.3235 |
| Variance | 469.36816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 2 | 2.0% |
| 63.45532831 | 1 | 1.0% |
| 56.75375208 | 1 | 1.0% |
| 77.35849057 | 1 | 1.0% |
| 66.10837438 | 1 | 1.0% |
| 53.39534884 | 1 | 1.0% |
| 53.6380597 | 1 | 1.0% |
| 74.25474255 | 1 | 1.0% |
| 75.26041667 | 1 | 1.0% |
| 62.90967226 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 1.229508197 | 1 | |
| 4.029304029 | 1 | |
| 4.320636725 | 1 | |
| 4.638218924 | 1 | |
| 10.82802548 | 1 | |
| 11.23853211 | 1 | |
| 12.99638989 | 1 | |
| 14.37125749 | 1 | |
| 16.47274954 | 1 | |
| 18.03005008 | 1 |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 97.48110831 | 1 | |
| 85.3988604 | 1 | |
| 78.98550725 | 1 | |
| 78.48837209 | 1 | |
| 77.35849057 | 1 | |
| 77.25118483 | 1 | |
| 76.79558011 | 1 | |
| 75.26041667 | 1 | |
| 74.92163009 | 1 |
rsi_14
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.746738 |
|---|---|
| Minimum | 24.761905 |
| Maximum | 79.901742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 24.761905 |
|---|---|
| 5-th percentile | 31.718993 |
| Q1 | 43.946154 |
| median | 51.85927 |
| Q3 | 59.562074 |
| 95-th percentile | 73.329126 |
| Maximum | 79.901742 |
| Range | 55.139837 |
| Interquartile range (IQR) | 15.61592 |
Descriptive statistics
| Standard deviation | 11.383205 |
|---|---|
| Coefficient of variation (CV) | 0.21997918 |
| Kurtosis | -0.029134961 |
| Mean | 51.746738 |
| Median Absolute Deviation (MAD) | 7.7954343 |
| Skewness | 0.023198157 |
| Sum | 5174.6738 |
| Variance | 129.57736 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01028708067 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 74.18324736 | 1 | 1.0% |
| 74.37835202 | 1 | 1.0% |
| 73.3248731 | 1 | 1.0% |
| 71.40136054 | 1 | 1.0% |
| 68.92461782 | 1 | 1.0% |
| 59.55192249 | 1 | 1.0% |
| 64.92906631 | 1 | 1.0% |
| 63.42050929 | 1 | 1.0% |
| 67.97342193 | 1 | 1.0% |
| 50.98627787 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 24.76190476 | 1 | |
| 26.28304821 | 1 | |
| 28.93835616 | 1 | |
| 30.07730148 | 1 | |
| 30.88235294 | 1 | |
| 31.76302641 | 1 | |
| 32.3470074 | 1 | |
| 33.24022346 | 1 | |
| 36.94267516 | 1 | |
| 37.800437 | 1 |
| Value | Count | Frequency (%) |
| 79.90174185 | 1 | |
| 75.34246575 | 1 | |
| 74.37835202 | 1 | |
| 74.18324736 | 1 | |
| 73.40993024 | 1 | |
| 73.3248731 | 1 | |
| 71.40136054 | 1 | |
| 68.92461782 | 1 | |
| 67.97342193 | 1 | |
| 66.90647482 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.504055 |
|---|---|
| Minimum | 32.710809 |
| Maximum | 75.306656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 32.710809 |
|---|---|
| 5-th percentile | 38.868118 |
| Q1 | 46.947595 |
| median | 52.195894 |
| Q3 | 57.397211 |
| 95-th percentile | 74.212894 |
| Maximum | 75.306656 |
| Range | 42.595847 |
| Interquartile range (IQR) | 10.449617 |
Descriptive statistics
| Standard deviation | 9.6701922 |
|---|---|
| Coefficient of variation (CV) | 0.18073756 |
| Kurtosis | 0.236026 |
| Mean | 53.504055 |
| Median Absolute Deviation (MAD) | 5.3280535 |
| Skewness | 0.50230237 |
| Sum | 5350.4055 |
| Variance | 93.512617 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.07164778639 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 71.00119665 | 1 | 1.0% |
| 75.17185605 | 1 | 1.0% |
| 74.48576771 | 1 | 1.0% |
| 75.30665594 | 1 | 1.0% |
| 74.69086558 | 1 | 1.0% |
| 72.2999223 | 1 | 1.0% |
| 73.5916189 | 1 | 1.0% |
| 74.19853225 | 1 | 1.0% |
| 74.57175485 | 1 | 1.0% |
| 70.81487189 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 32.71080928 | 1 | |
| 33.33333333 | 1 | |
| 35.25974026 | 1 | |
| 35.79433092 | 1 | |
| 35.89894242 | 1 | |
| 39.02439024 | 1 | |
| 41.09704641 | 1 | |
| 41.56920078 | 1 | |
| 42.70028467 | 1 | |
| 43.29896907 | 1 |
| Value | Count | Frequency (%) |
| 75.30665594 | 1 | |
| 75.17185605 | 1 | |
| 74.69086558 | 1 | |
| 74.57175485 | 1 | |
| 74.48576771 | 1 | |
| 74.19853225 | 1 | |
| 73.5916189 | 1 | |
| 72.2999223 | 1 | |
| 71.00119665 | 1 | |
| 70.81487189 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.984755 |
|---|---|
| Minimum | 46.053293 |
| Maximum | 70.056868 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 46.053293 |
|---|---|
| 5-th percentile | 46.934121 |
| Q1 | 50.32474 |
| median | 57.471207 |
| Q3 | 65.436938 |
| 95-th percentile | 67.759798 |
| Maximum | 70.056868 |
| Range | 24.003575 |
| Interquartile range (IQR) | 15.112198 |
Descriptive statistics
| Standard deviation | 7.6862308 |
|---|---|
| Coefficient of variation (CV) | 0.13255606 |
| Kurtosis | -1.6488195 |
| Mean | 57.984755 |
| Median Absolute Deviation (MAD) | 7.5163438 |
| Skewness | -0.10124956 |
| Sum | 5798.4755 |
| Variance | 59.078144 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.78215066 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 66.21323529 | 1 | 1.0% |
| 67.07272947 | 1 | 1.0% |
| 67.15196727 | 1 | 1.0% |
| 68.24473654 | 1 | 1.0% |
| 67.24355301 | 1 | 1.0% |
| 66.05112037 | 1 | 1.0% |
| 65.86663648 | 1 | 1.0% |
| 66.80251129 | 1 | 1.0% |
| 67.75483731 | 1 | 1.0% |
| 66.08751609 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 46.05329311 | 1 | |
| 46.39540773 | 1 | |
| 46.41350211 | 1 | |
| 46.84338584 | 1 | |
| 46.92819149 | 1 | |
| 46.93443277 | 1 | |
| 47.10630259 | 1 | |
| 47.81890739 | 1 | |
| 47.92104837 | 1 | |
| 47.95442776 | 1 |
| Value | Count | Frequency (%) |
| 70.05686789 | 1 | |
| 68.24473654 | 1 | |
| 67.94428849 | 1 | |
| 67.88186932 | 1 | |
| 67.85404937 | 1 | |
| 67.75483731 | 1 | |
| 67.75279679 | 1 | |
| 67.24355301 | 1 | |
| 67.15196727 | 1 | |
| 67.07272947 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.466381 |
|---|---|
| Minimum | -1.7549903 |
| Maximum | 4.3446597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -1.7549903 |
|---|---|
| 5-th percentile | -0.68058995 |
| Q1 | -0.29184435 |
| median | 0.15092669 |
| Q3 | 0.68270033 |
| 95-th percentile | 3.589066 |
| Maximum | 4.3446597 |
| Range | 6.09965 |
| Interquartile range (IQR) | 0.97454468 |
Descriptive statistics
| Standard deviation | 1.2483554 |
|---|---|
| Coefficient of variation (CV) | 2.6766859 |
| Kurtosis | 2.3684927 |
| Mean | 0.466381 |
| Median Absolute Deviation (MAD) | 0.46517567 |
| Skewness | 1.5629164 |
| Sum | 46.6381 |
| Variance | 1.5583913 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0679036484 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 4.344659699 | 1 | 1.0% |
| 4.158580188 | 1 | 1.0% |
| 3.962896483 | 1 | 1.0% |
| 4.198789957 | 1 | 1.0% |
| 4.019747442 | 1 | 1.0% |
| 3.569390706 | 1 | 1.0% |
| 3.062860517 | 1 | 1.0% |
| 2.880063572 | 1 | 1.0% |
| 2.793871238 | 1 | 1.0% |
| 2.396668245 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -1.754990333 | 1 | |
| -1.494975829 | 1 | |
| -1.354874253 | 1 | |
| -1.116674659 | 1 | |
| -1.060770261 | 1 | |
| -0.6605804595 | 1 | |
| -0.5917317195 | 1 | |
| -0.5491577953 | 1 | |
| -0.5266252291 | 1 | |
| -0.500827367 | 1 |
| Value | Count | Frequency (%) |
| 4.344659699 | 1 | |
| 4.198789957 | 1 | |
| 4.158580188 | 1 | |
| 4.019747442 | 1 | |
| 3.962896483 | 1 | |
| 3.569390706 | 1 | |
| 3.062860517 | 1 | |
| 2.880063572 | 1 | |
| 2.793871238 | 1 | |
| 2.396668245 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72351731 |
|---|---|
| Minimum | -0.4725277 |
| Maximum | 5.6690765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -0.4725277 |
|---|---|
| 5-th percentile | -0.40784283 |
| Q1 | -0.22069559 |
| median | 0.10415126 |
| Q3 | 0.98494092 |
| 95-th percentile | 5.1509462 |
| Maximum | 5.6690765 |
| Range | 6.1416042 |
| Interquartile range (IQR) | 1.2056365 |
Descriptive statistics
| Standard deviation | 1.5365418 |
|---|---|
| Coefficient of variation (CV) | 2.1237112 |
| Kurtosis | 3.8569694 |
| Mean | 0.72351731 |
| Median Absolute Deviation (MAD) | 0.42821527 |
| Skewness | 2.1431761 |
| Sum | 72.351731 |
| Variance | 2.3609608 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.001972222925 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 5.142092236 | 1 | 1.0% |
| 5.445283204 | 1 | 1.0% |
| 5.589702495 | 1 | 1.0% |
| 5.669076502 | 1 | 1.0% |
| 5.525093294 | 1 | 1.0% |
| 5.319170728 | 1 | 1.0% |
| 4.725269632 | 1 | 1.0% |
| 4.278112626 | 1 | 1.0% |
| 3.722249328 | 1 | 1.0% |
| 3.264087343 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -0.4725277004 | 1 | |
| -0.4701670201 | 1 | |
| -0.4262983275 | 1 | |
| -0.4231725396 | 1 | |
| -0.4202712711 | 1 | |
| -0.4071887065 | 1 | |
| -0.3986628057 | 1 | |
| -0.398382866 | 1 | |
| -0.3832531881 | 1 | |
| -0.3780129975 | 1 |
| Value | Count | Frequency (%) |
| 5.669076502 | 1 | |
| 5.589702495 | 1 | |
| 5.525093294 | 1 | |
| 5.445283204 | 1 | |
| 5.319170728 | 1 | |
| 5.142092236 | 1 | |
| 4.725269632 | 1 | |
| 4.278112626 | 1 | |
| 3.722249328 | 1 | |
| 3.264087343 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.25713631 |
|---|---|
| Minimum | -2.0395726 |
| Maximum | 1.4595246 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -2.0395726 |
|---|---|
| 5-th percentile | -1.6632483 |
| Q1 | -0.64665294 |
| median | -0.13516352 |
| Q3 | 0.24455632 |
| 95-th percentile | 0.82059087 |
| Maximum | 1.4595246 |
| Range | 3.4990971 |
| Interquartile range (IQR) | 0.89120927 |
Descriptive statistics
| Standard deviation | 0.73598971 |
|---|---|
| Coefficient of variation (CV) | -2.8622551 |
| Kurtosis | -0.044327089 |
| Mean | -0.25713631 |
| Median Absolute Deviation (MAD) | 0.41281669 |
| Skewness | -0.42378532 |
| Sum | -25.713631 |
| Variance | 0.54168086 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.005459347008 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -0.7974325373 | 1 | 1.0% |
| -1.286703016 | 1 | 1.0% |
| -1.626806012 | 1 | 1.0% |
| -1.470286545 | 1 | 1.0% |
| -1.505345851 | 1 | 1.0% |
| -1.749780022 | 1 | 1.0% |
| -1.662409116 | 1 | 1.0% |
| -1.398049054 | 1 | 1.0% |
| -0.9283780897 | 1 | 1.0% |
| -0.8674190977 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| -2.039572575 | 1 | |
| -1.837712825 | 1 | |
| -1.749780022 | 1 | |
| -1.726184443 | 1 | |
| -1.679193714 | 1 | |
| -1.662409116 | 1 | |
| -1.626806012 | 1 | |
| -1.593406429 | 1 | |
| -1.527874657 | 1 | |
| -1.505345851 | 1 |
| Value | Count | Frequency (%) |
| 1.459524572 | 1 | |
| 1.20252279 | 1 | |
| 1.123255059 | 1 | |
| 1.055978444 | 1 | |
| 0.8993612 | 1 | |
| 0.8164450632 | 1 | |
| 0.7669420433 | 1 | |
| 0.6442816277 | 1 | |
| 0.6202910814 | 1 | |
| 0.6138262059 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.071149 |
| Minimum | 0.03647592 |
|---|---|
| Maximum | 165.65159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.03647592 |
|---|---|
| 5-th percentile | 0.19470094 |
| Q1 | 0.80291865 |
| median | 2.4980492 |
| Q3 | 7.1577961 |
| 95-th percentile | 43.481306 |
| Maximum | 165.65159 |
| Range | 165.61511 |
| Interquartile range (IQR) | 6.3548774 |
Descriptive statistics
| Standard deviation | 25.603531 |
|---|---|
| Coefficient of variation (CV) | 2.5422651 |
| Kurtosis | 23.443397 |
| Mean | 10.071149 |
| Median Absolute Deviation (MAD) | 1.9510784 |
| Skewness | 4.6586119 |
| Sum | 1007.1149 |
| Variance | 655.54078 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.27440763 | 1 | 1.0% |
| 7.11037156 | 1 | 1.0% |
| 1.32865303 | 1 | 1.0% |
| 2.13430464 | 1 | 1.0% |
| 9.28145174 | 1 | 1.0% |
| 3.10481744 | 1 | 1.0% |
| 1.06027781 | 1 | 1.0% |
| 5.25227904 | 1 | 1.0% |
| 2.32497313 | 1 | 1.0% |
| 7.83396819 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 0.03647592 | 1 | |
| 0.11179154 | 1 | |
| 0.12607586 | 1 | |
| 0.12982674 | 1 | |
| 0.16615878 | 1 | |
| 0.19620316 | 1 | |
| 0.24492494 | 1 | |
| 0.24681588 | 1 | |
| 0.26836677 | 1 | |
| 0.27440763 | 1 |
| Value | Count | Frequency (%) |
| 165.6515908 | 1 | |
| 150.6781706 | 1 | |
| 101.5487352 | 1 | |
| 67.90981814 | 1 | |
| 48.88121763 | 1 | |
| 43.19709963 | 1 | |
| 36.85205438 | 1 | |
| 30.64171088 | 1 | |
| 21.22347197 | 1 | |
| 17.88106238 | 1 |
target
Numeric time series
| Distinct | 93 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2273.3952 |
|---|---|
| Minimum | 2265.47 |
| Maximum | 2284.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2265.47 |
|---|---|
| 5-th percentile | 2268.5175 |
| Q1 | 2272.12 |
| median | 2273.445 |
| Q3 | 2274.8575 |
| 95-th percentile | 2277.9165 |
| Maximum | 2284.59 |
| Range | 19.12 |
| Interquartile range (IQR) | 2.7375 |
Descriptive statistics
| Standard deviation | 2.8899042 |
|---|---|
| Coefficient of variation (CV) | 0.0012711843 |
| Kurtosis | 2.6528609 |
| Mean | 2273.3952 |
| Median Absolute Deviation (MAD) | 1.365 |
| Skewness | 0.28738582 |
| Sum | 227339.52 |
| Variance | 8.3515464 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01595210985 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2273.45 | 3 | 3.0% |
| 2274.7 | 2 | 2.0% |
| 2273.93 | 2 | 2.0% |
| 2272.12 | 2 | 2.0% |
| 2274.03 | 2 | 2.0% |
| 2273.1 | 2 | 2.0% |
| 2275.82 | 1 | 1.0% |
| 2274 | 1 | 1.0% |
| 2271.77 | 1 | 1.0% |
| 2275.47 | 1 | 1.0% |
| Other values (83) | 83 |
| Value | Count | Frequency (%) |
| 2265.47 | 1 | |
| 2265.99 | 1 | |
| 2266.73 | 1 | |
| 2267.25 | 1 | |
| 2268.47 | 1 | |
| 2268.52 | 1 | |
| 2268.56 | 1 | |
| 2268.57 | 1 | |
| 2269.56 | 1 | |
| 2269.99 | 1 |
| Value | Count | Frequency (%) |
| 2284.59 | 1 | |
| 2281.4 | 1 | |
| 2279.55 | 1 | |
| 2278.55 | 1 | |
| 2278.23 | 1 | |
| 2277.9 | 1 | |
| 2277.75 | 1 | |
| 2277.39 | 1 | |
| 2276.47 | 1 | |
| 2276.44 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.144 | 0.097 | -0.038 | 0.520 | 0.871 | 0.909 | 0.527 | 0.689 | -0.055 | -0.183 | 0.760 | 0.563 | 0.436 | 0.305 | 0.710 | 0.144 | 0.097 | -0.038 | 0.520 | 0.160 | -0.183 | -0.078 | -0.078 |
| ema_14 | 0.144 | 1.000 | 0.832 | 0.364 | 0.628 | 0.172 | 0.254 | -0.239 | 0.044 | 0.041 | -0.142 | 0.245 | -0.179 | -0.332 | -0.191 | -0.219 | 1.000 | 0.832 | 0.364 | 0.628 | -0.354 | -0.142 | 0.335 | 0.335 |
| ema_21 | 0.097 | 0.832 | 1.000 | 0.534 | 0.541 | 0.131 | 0.212 | -0.399 | 0.206 | -0.307 | -0.154 | 0.196 | -0.297 | -0.419 | -0.357 | -0.208 | 0.832 | 1.000 | 0.534 | 0.541 | -0.412 | -0.154 | 0.484 | 0.484 |
| ema_60 | -0.038 | 0.364 | 0.534 | 1.000 | 0.199 | -0.010 | 0.038 | -0.480 | 0.290 | -0.455 | -0.047 | 0.034 | -0.352 | -0.530 | -0.865 | -0.171 | 0.364 | 0.534 | 1.000 | 0.199 | -0.349 | -0.047 | 0.926 | 0.926 |
| ema_7 | 0.520 | 0.628 | 0.541 | 0.199 | 1.000 | 0.573 | 0.624 | 0.219 | 0.391 | 0.053 | -0.161 | 0.630 | 0.165 | -0.023 | 0.037 | 0.176 | 0.628 | 0.541 | 0.199 | 1.000 | -0.117 | -0.161 | 0.116 | 0.116 |
| high | 0.871 | 0.172 | 0.131 | -0.010 | 0.573 | 1.000 | 0.848 | 0.544 | 0.704 | -0.052 | -0.106 | 0.919 | 0.527 | 0.357 | 0.238 | 0.639 | 0.172 | 0.131 | -0.010 | 0.573 | 0.124 | -0.106 | -0.046 | -0.046 |
| low | 0.909 | 0.254 | 0.212 | 0.038 | 0.624 | 0.848 | 1.000 | 0.435 | 0.710 | -0.121 | -0.212 | 0.877 | 0.439 | 0.337 | 0.250 | 0.573 | 0.254 | 0.212 | 0.038 | 0.624 | 0.065 | -0.212 | -0.044 | -0.044 |
| macd_7 | 0.527 | -0.239 | -0.399 | -0.480 | 0.219 | 0.544 | 0.435 | 1.000 | 0.134 | 0.591 | -0.111 | 0.485 | 0.799 | 0.796 | 0.592 | 0.678 | -0.239 | -0.399 | -0.480 | 0.219 | 0.112 | -0.111 | -0.500 | -0.500 |
| macdhist_7 | 0.689 | 0.044 | 0.206 | 0.290 | 0.391 | 0.704 | 0.710 | 0.134 | 1.000 | -0.612 | -0.099 | 0.691 | 0.237 | 0.003 | -0.090 | 0.525 | 0.044 | 0.206 | 0.290 | 0.391 | 0.175 | -0.099 | 0.247 | 0.247 |
| macdsignal_7 | -0.055 | 0.041 | -0.307 | -0.455 | 0.053 | -0.052 | -0.121 | 0.591 | -0.612 | 1.000 | -0.001 | -0.072 | 0.361 | 0.549 | 0.436 | 0.051 | 0.041 | -0.307 | -0.455 | 0.053 | -0.066 | -0.001 | -0.429 | -0.429 |
| obv | -0.183 | -0.142 | -0.154 | -0.047 | -0.161 | -0.106 | -0.212 | -0.111 | -0.099 | -0.001 | 1.000 | -0.114 | -0.217 | -0.071 | 0.005 | -0.094 | -0.142 | -0.154 | -0.047 | -0.161 | 0.120 | 1.000 | -0.030 | -0.030 |
| open | 0.760 | 0.245 | 0.196 | 0.034 | 0.630 | 0.919 | 0.877 | 0.485 | 0.691 | -0.072 | -0.114 | 1.000 | 0.418 | 0.288 | 0.200 | 0.546 | 0.245 | 0.196 | 0.034 | 0.630 | 0.048 | -0.114 | -0.042 | -0.042 |
| rsi_14 | 0.563 | -0.179 | -0.297 | -0.352 | 0.165 | 0.527 | 0.439 | 0.799 | 0.237 | 0.361 | -0.217 | 0.418 | 1.000 | 0.649 | 0.489 | 0.641 | -0.179 | -0.297 | -0.352 | 0.165 | 0.022 | -0.217 | -0.359 | -0.359 |
| rsi_21 | 0.436 | -0.332 | -0.419 | -0.530 | -0.023 | 0.357 | 0.337 | 0.796 | 0.003 | 0.549 | -0.071 | 0.288 | 0.649 | 1.000 | 0.662 | 0.562 | -0.332 | -0.419 | -0.530 | -0.023 | 0.124 | -0.071 | -0.532 | -0.532 |
| rsi_60 | 0.305 | -0.191 | -0.357 | -0.865 | 0.037 | 0.238 | 0.250 | 0.592 | -0.090 | 0.436 | 0.005 | 0.200 | 0.489 | 0.662 | 1.000 | 0.319 | -0.191 | -0.357 | -0.865 | 0.037 | 0.311 | 0.005 | -0.900 | -0.900 |
| rsi_7 | 0.710 | -0.219 | -0.208 | -0.171 | 0.176 | 0.639 | 0.573 | 0.678 | 0.525 | 0.051 | -0.094 | 0.546 | 0.641 | 0.562 | 0.319 | 1.000 | -0.219 | -0.208 | -0.171 | 0.176 | 0.220 | -0.094 | -0.168 | -0.168 |
| sma_14 | 0.144 | 1.000 | 0.832 | 0.364 | 0.628 | 0.172 | 0.254 | -0.239 | 0.044 | 0.041 | -0.142 | 0.245 | -0.179 | -0.332 | -0.191 | -0.219 | 1.000 | 0.832 | 0.364 | 0.628 | -0.354 | -0.142 | 0.335 | 0.335 |
| sma_21 | 0.097 | 0.832 | 1.000 | 0.534 | 0.541 | 0.131 | 0.212 | -0.399 | 0.206 | -0.307 | -0.154 | 0.196 | -0.297 | -0.419 | -0.357 | -0.208 | 0.832 | 1.000 | 0.534 | 0.541 | -0.412 | -0.154 | 0.484 | 0.484 |
| sma_60 | -0.038 | 0.364 | 0.534 | 1.000 | 0.199 | -0.010 | 0.038 | -0.480 | 0.290 | -0.455 | -0.047 | 0.034 | -0.352 | -0.530 | -0.865 | -0.171 | 0.364 | 0.534 | 1.000 | 0.199 | -0.349 | -0.047 | 0.926 | 0.926 |
| sma_7 | 0.520 | 0.628 | 0.541 | 0.199 | 1.000 | 0.573 | 0.624 | 0.219 | 0.391 | 0.053 | -0.161 | 0.630 | 0.165 | -0.023 | 0.037 | 0.176 | 0.628 | 0.541 | 0.199 | 1.000 | -0.117 | -0.161 | 0.116 | 0.116 |
| target | 0.160 | -0.354 | -0.412 | -0.349 | -0.117 | 0.124 | 0.065 | 0.112 | 0.175 | -0.066 | 0.120 | 0.048 | 0.022 | 0.124 | 0.311 | 0.220 | -0.354 | -0.412 | -0.349 | -0.117 | 1.000 | 0.120 | -0.290 | -0.290 |
| volume | -0.183 | -0.142 | -0.154 | -0.047 | -0.161 | -0.106 | -0.212 | -0.111 | -0.099 | -0.001 | 1.000 | -0.114 | -0.217 | -0.071 | 0.005 | -0.094 | -0.142 | -0.154 | -0.047 | -0.161 | 0.120 | 1.000 | -0.030 | -0.030 |
| window_end_ms | -0.078 | 0.335 | 0.484 | 0.926 | 0.116 | -0.046 | -0.044 | -0.500 | 0.247 | -0.429 | -0.030 | -0.042 | -0.359 | -0.532 | -0.900 | -0.168 | 0.335 | 0.484 | 0.926 | 0.116 | -0.290 | -0.030 | 1.000 | 1.000 |
| window_start_ms | -0.078 | 0.335 | 0.484 | 0.926 | 0.116 | -0.046 | -0.044 | -0.500 | 0.247 | -0.429 | -0.030 | -0.042 | -0.359 | -0.532 | -0.900 | -0.168 | 0.335 | 0.484 | 0.926 | 0.116 | -0.290 | -0.030 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752063660000 | 2269.30 | 2269.77 | 2268.42 | 2268.42 | 1752063660000 | 1752063720000 | 0.274408 | 2269.522857 | 2264.235000 | 2258.726667 | 2249.377500 | 2269.522857 | 2264.235000 | 2258.726667 | 2249.377500 | 56.753752 | 74.183247 | 71.001197 | 66.213235 | 4.344660 | 5.142092 | -0.797433 | 0.274408 | 2271.31 |
| 1752063720000 | 2267.74 | 2270.00 | 2267.74 | 2270.00 | 1752063720000 | 1752063780000 | 7.110372 | 2270.237143 | 2265.663571 | 2259.912381 | 2249.849333 | 2270.237143 | 2265.663571 | 2259.912381 | 2249.849333 | 63.455328 | 74.378352 | 75.171856 | 67.072729 | 4.158580 | 5.445283 | -1.286703 | 7.110372 | 2271.32 |
| 1752063780000 | 2269.99 | 2270.81 | 2269.99 | 2270.80 | 1752063780000 | 1752063840000 | 1.328653 | 2269.841429 | 2266.976429 | 2261.034762 | 2250.324500 | 2269.841429 | 2266.976429 | 2261.034762 | 2250.324500 | 37.187789 | 73.324873 | 74.485768 | 67.151967 | 3.962896 | 5.589702 | -1.626806 | 1.328653 | 2273.79 |
| 1752063840000 | 2270.82 | 2274.16 | 2270.82 | 2274.16 | 1752063840000 | 1752063900000 | 2.134305 | 2270.587143 | 2268.100000 | 2262.233333 | 2250.847333 | 2270.587143 | 2268.100000 | 2262.233333 | 2250.847333 | 77.358491 | 71.401361 | 75.306656 | 68.244737 | 4.198790 | 5.669077 | -1.470287 | 2.134305 | 2275.82 |
| 1752063900000 | 2273.68 | 2273.68 | 2271.81 | 2272.88 | 1752063900000 | 1752063960000 | 9.281452 | 2271.054286 | 2269.125714 | 2263.412381 | 2251.348833 | 2271.054286 | 2269.125714 | 2263.412381 | 2251.348833 | 66.108374 | 68.924618 | 74.690866 | 67.243553 | 4.019747 | 5.525093 | -1.505346 | 9.281452 | 2274.03 |
| 1752063960000 | 2272.88 | 2272.88 | 2271.31 | 2271.31 | 1752063960000 | 1752064020000 | 3.104817 | 2271.158571 | 2269.576429 | 2264.505714 | 2251.824000 | 2271.158571 | 2269.576429 | 2264.505714 | 2251.824000 | 53.395349 | 59.551922 | 72.299922 | 66.051120 | 3.569391 | 5.319171 | -1.749780 | 3.104817 | 2274.00 |
| 1752064020000 | 2271.32 | 2271.32 | 2270.89 | 2271.32 | 1752064020000 | 1752064080000 | 1.060278 | 2271.270000 | 2270.222857 | 2265.642381 | 2252.291167 | 2271.270000 | 2270.222857 | 2265.642381 | 2252.291167 | 53.638060 | 64.929066 | 73.591619 | 65.866636 | 3.062861 | 4.725270 | -1.662409 | 1.060278 | 2271.77 |
| 1752064080000 | 2271.33 | 2273.79 | 2270.19 | 2273.79 | 1752064080000 | 1752064140000 | 5.252279 | 2272.037143 | 2270.780000 | 2266.835714 | 2252.799667 | 2272.037143 | 2270.780000 | 2266.835714 | 2252.799667 | 74.254743 | 63.420509 | 74.198532 | 66.802511 | 2.880064 | 4.278113 | -1.398049 | 5.252279 | 2274.03 |
| 1752064140000 | 2274.25 | 2276.44 | 2274.25 | 2275.82 | 1752064140000 | 1752064200000 | 2.324973 | 2272.868571 | 2271.552857 | 2268.065238 | 2253.347167 | 2272.868571 | 2271.552857 | 2268.065238 | 2253.347167 | 75.260417 | 67.973422 | 74.571755 | 67.754837 | 2.793871 | 3.722249 | -0.928378 | 2.324973 | 2274.55 |
| 1752064200000 | 2276.28 | 2276.28 | 2274.03 | 2274.03 | 1752064200000 | 1752064260000 | 7.833968 | 2273.330000 | 2271.585714 | 2269.094286 | 2253.847167 | 2273.330000 | 2271.585714 | 2269.094286 | 2253.847167 | 62.909672 | 50.986278 | 70.814872 | 66.087516 | 2.396668 | 3.264087 | -0.867419 | 7.833968 | 2275.47 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752069060000 | 2280.20 | 2280.20 | 2272.75 | 2273.30 | 1752069060000 | 1752069120000 | 0.913712 | 2278.784286 | 2276.172857 | 2274.841905 | 2274.071000 | 2278.784286 | 2276.172857 | 2274.841905 | 2274.071000 | 47.439479 | 51.383795 | 50.629304 | 47.818907 | 1.269193 | 1.326829 | -0.057635 | 0.913712 | 2268.52 |
| 1752069120000 | 2274.12 | 2275.24 | 2274.02 | 2274.02 | 1752069120000 | 1752069180000 | 0.396558 | 2278.451429 | 2276.347143 | 2274.802381 | 2274.053000 | 2278.451429 | 2276.347143 | 2274.802381 | 2274.053000 | 44.246914 | 54.091214 | 48.981595 | 49.250208 | 0.677948 | 1.400480 | -0.722532 | 0.396558 | 2270.45 |
| 1752069180000 | 2272.85 | 2274.01 | 2272.85 | 2273.41 | 1752069180000 | 1752069240000 | 0.268367 | 2277.831429 | 2276.447857 | 2274.821905 | 2274.024000 | 2277.831429 | 2276.447857 | 2274.821905 | 2274.024000 | 38.848921 | 52.349217 | 50.518856 | 48.801323 | 0.287513 | 1.552070 | -1.264556 | 0.268367 | 2268.47 |
| 1752069240000 | 2272.69 | 2273.46 | 2272.55 | 2273.45 | 1752069240000 | 1752069300000 | 0.354542 | 2277.102857 | 2276.337143 | 2274.821905 | 2274.000167 | 2277.102857 | 2276.337143 | 2274.821905 | 2274.000167 | 36.363636 | 47.134935 | 50.000000 | 49.011748 | 0.034002 | 1.561876 | -1.527875 | 0.354542 | 2268.56 |
| 1752069300000 | 2272.68 | 2272.68 | 2270.44 | 2270.44 | 1752069300000 | 1752069360000 | 165.651591 | 2275.801429 | 2276.032857 | 2274.828571 | 2273.923333 | 2275.801429 | 2276.032857 | 2274.828571 | 2273.923333 | 28.005794 | 42.842742 | 50.179671 | 46.934433 | -0.479520 | 1.358192 | -1.837713 | 165.651591 | 2267.25 |
| 1752069360000 | 2270.28 | 2270.28 | 2268.52 | 2268.52 | 1752069360000 | 1752069420000 | 1.522908 | 2273.505714 | 2275.595000 | 2274.700952 | 2273.846333 | 2273.505714 | 2275.595000 | 2274.700952 | 2273.846333 | 4.320637 | 40.309832 | 46.648324 | 46.928191 | -1.060770 | 0.978802 | -2.039573 | 1.522908 | 2265.99 |
| 1752069420000 | 2269.04 | 2270.85 | 2269.04 | 2270.45 | 1752069420000 | 1752069480000 | 16.936297 | 2271.941429 | 2275.441429 | 2274.722857 | 2273.828000 | 2271.941429 | 2275.441429 | 2274.722857 | 2273.828000 | 16.472750 | 46.588385 | 50.565111 | 49.271909 | -1.116675 | 0.609510 | -1.726184 | 16.936297 | 2268.57 |
| 1752069480000 | 2270.53 | 2270.53 | 2268.46 | 2268.47 | 1752069480000 | 1752069540000 | 0.674427 | 2271.251429 | 2275.017857 | 2274.532381 | 2273.778333 | 2271.251429 | 2275.017857 | 2274.532381 | 2273.778333 | 26.346719 | 40.643736 | 45.024876 | 48.075433 | -1.354874 | 0.324319 | -1.679194 | 0.674427 | 2266.73 |
| 1752069540000 | 2268.71 | 2268.71 | 2268.49 | 2268.56 | 1752069540000 | 1752069600000 | 0.629726 | 2270.471429 | 2274.461429 | 2274.388571 | 2273.725667 | 2270.471429 | 2274.461429 | 2274.388571 | 2273.725667 | 21.503132 | 36.942675 | 46.167513 | 47.954428 | -1.494976 | 0.098431 | -1.593406 | 0.629726 | 2265.47 |
| 1752069600000 | 2268.36 | 2268.36 | 2267.25 | 2267.25 | 1752069600000 | 1752069660000 | 7.300070 | 2269.591429 | 2273.711429 | 2274.162381 | 2273.643500 | 2269.591429 | 2273.711429 | 2274.162381 | 2273.643500 | 20.038911 | 32.347007 | 44.105237 | 46.843386 | -1.754990 | -0.305566 | -1.449425 | 7.300070 | 2269.56 |